{"id":"W2098465126","doi":"10.1002/bbb.72","title":"Developing Canadian seed oils as industrial feedstocks","year":2008,"lang":"en","type":"article","venue":"Biofuels Bioproducts and Biorefining","topic":"Lipid metabolism and biosynthesis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Research Council (Canada)","funders":"University of Alberta","keywords":"Fossil fuel; Environmental science; Pulp and paper industry; Biotechnology; Engineering; Biology; Waste management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002593914,0.0002791822,0.000241395,0.0001610825,0.0005085123,0.00005325196,0.0002058171,0.00034416,0.00002047775],"category_scores_gemma":[0.0002386502,0.000232102,0.00005660449,0.0002388526,0.0001984956,0.00001151008,0.0001242629,0.0001306272,0.00004167315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002507408,"about_ca_system_score_gemma":0.0007884022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006117533,"about_ca_topic_score_gemma":0.001743367,"domain_scores_codex":[0.9983254,0.00004018258,0.0002799783,0.0006560208,0.000157536,0.0005408553],"domain_scores_gemma":[0.9991381,0.000007796625,0.00009100505,0.0003424071,0.00009805413,0.0003226694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009492772,0.00002754861,0.01995444,0.0000180765,0.00007425858,0.00002606259,0.000198266,1.521466e-7,0.9302167,0.0002505122,0.0006713993,0.0484677],"study_design_scores_gemma":[0.0004172952,0.00008854036,0.01385737,0.00002270793,0.00001611212,0.0001193453,0.00007346678,5.934126e-7,0.6680613,0.00001689172,0.3169452,0.0003812539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954994,0.00146936,0.00001019464,0.0009601236,0.0005451954,0.0001533582,0.00003046264,0.00003039735,0.001301448],"genre_scores_gemma":[0.9928383,0.0005376062,0.002742634,0.0008238455,0.00179804,0.000009930326,0.0001054632,0.00003099714,0.001113199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3162738,"threshold_uncertainty_score":0.9464843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04150270603350488,"score_gpt":0.2337645105717322,"score_spread":0.1922618045382273,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}